Deep Learning Python Packages

huggingface-hub

The official Python client for the Hugging Face Hub.

transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

torch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

streamlit

Streamlit — A faster way to build and share data apps.

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

tensorflow

An Open Source Machine Learning Framework for Everyone

spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python

keras

Deep Learning for humans

onnx

Open standard for machine learning interoperability

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

shap

A game theoretic approach to explain the output of any machine learning model.

torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

ultralytics

Ultralytics YOLO 🚀

gradio-client

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

ctranslate2

Fast inference engine for Transformer models

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

faster-whisper

Faster Whisper transcription with CTranslate2